ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k20_task5_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.0045
• Qwk: 0.5986
• Mse: 1.0045
• Rmse: 1.0022

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0270	2	2.1505	0.0121	2.1505	1.4664
No log	0.0541	4	1.6180	0.0726	1.6180	1.2720
No log	0.0811	6	1.5935	0.0619	1.5935	1.2623
No log	0.1081	8	1.6227	0.0806	1.6227	1.2738
No log	0.1351	10	1.5122	0.2227	1.5122	1.2297
No log	0.1622	12	1.4749	0.2741	1.4749	1.2145
No log	0.1892	14	1.4799	0.3348	1.4799	1.2165
No log	0.2162	16	1.3420	0.2677	1.3420	1.1585
No log	0.2432	18	1.2449	0.3332	1.2449	1.1157
No log	0.2703	20	1.2256	0.2846	1.2256	1.1071
No log	0.2973	22	1.2006	0.3243	1.2006	1.0957
No log	0.3243	24	1.3069	0.3496	1.3069	1.1432
No log	0.3514	26	1.4421	0.3713	1.4421	1.2009
No log	0.3784	28	1.6704	0.3673	1.6704	1.2924
No log	0.4054	30	1.5745	0.4001	1.5745	1.2548
No log	0.4324	32	1.2660	0.2662	1.2660	1.1252
No log	0.4595	34	1.3700	0.3432	1.3700	1.1705
No log	0.4865	36	1.3120	0.3694	1.3120	1.1454
No log	0.5135	38	1.2590	0.3186	1.2590	1.1220
No log	0.5405	40	1.5622	0.3414	1.5622	1.2499
No log	0.5676	42	1.8568	0.3096	1.8568	1.3626
No log	0.5946	44	1.7456	0.3327	1.7456	1.3212
No log	0.6216	46	1.4591	0.3462	1.4591	1.2079
No log	0.6486	48	1.2199	0.2565	1.2199	1.1045
No log	0.6757	50	1.1661	0.3761	1.1661	1.0799
No log	0.7027	52	1.2040	0.4345	1.2040	1.0973
No log	0.7297	54	1.2288	0.3801	1.2288	1.1085
No log	0.7568	56	1.1684	0.3967	1.1684	1.0809
No log	0.7838	58	1.1253	0.3736	1.1253	1.0608
No log	0.8108	60	1.2288	0.2812	1.2288	1.1085
No log	0.8378	62	1.3638	0.1675	1.3638	1.1678
No log	0.8649	64	1.4178	0.1451	1.4178	1.1907
No log	0.8919	66	1.4020	0.1749	1.4020	1.1841
No log	0.9189	68	1.3790	0.1677	1.3790	1.1743
No log	0.9459	70	1.3733	0.2936	1.3733	1.1719
No log	0.9730	72	1.2811	0.2662	1.2811	1.1319
No log	1.0	74	1.2019	0.2643	1.2019	1.0963
No log	1.0270	76	1.1606	0.3128	1.1606	1.0773
No log	1.0541	78	1.1239	0.3658	1.1239	1.0602
No log	1.0811	80	1.1110	0.4488	1.1110	1.0540
No log	1.1081	82	1.1299	0.4849	1.1299	1.0630
No log	1.1351	84	1.1140	0.4816	1.1140	1.0555
No log	1.1622	86	1.0279	0.5127	1.0279	1.0139
No log	1.1892	88	1.0167	0.5171	1.0167	1.0083
No log	1.2162	90	1.0650	0.4862	1.0650	1.0320
No log	1.2432	92	1.1784	0.4875	1.1784	1.0855
No log	1.2703	94	1.2573	0.4768	1.2573	1.1213
No log	1.2973	96	1.3377	0.4333	1.3377	1.1566
No log	1.3243	98	1.2584	0.4846	1.2584	1.1218
No log	1.3514	100	1.2513	0.5033	1.2513	1.1186
No log	1.3784	102	1.1197	0.5290	1.1197	1.0581
No log	1.4054	104	1.2920	0.4953	1.2920	1.1367
No log	1.4324	106	1.2910	0.5040	1.2910	1.1362
No log	1.4595	108	0.9993	0.5869	0.9993	0.9996
No log	1.4865	110	0.9594	0.6001	0.9594	0.9795
No log	1.5135	112	1.2076	0.5404	1.2076	1.0989
No log	1.5405	114	1.5502	0.4389	1.5502	1.2451
No log	1.5676	116	1.6019	0.4389	1.6019	1.2657
No log	1.5946	118	1.5134	0.4646	1.5134	1.2302
No log	1.6216	120	1.5205	0.4650	1.5205	1.2331
No log	1.6486	122	1.1674	0.5454	1.1674	1.0804
No log	1.6757	124	0.9307	0.5314	0.9307	0.9647
No log	1.7027	126	0.9480	0.5441	0.9480	0.9737
No log	1.7297	128	1.2129	0.5087	1.2129	1.1013
No log	1.7568	130	1.7565	0.4594	1.7565	1.3253
No log	1.7838	132	1.8484	0.4563	1.8484	1.3596
No log	1.8108	134	1.3907	0.5591	1.3907	1.1793
No log	1.8378	136	0.8835	0.6307	0.8835	0.9399
No log	1.8649	138	0.8475	0.5810	0.8475	0.9206
No log	1.8919	140	0.8436	0.5877	0.8436	0.9185
No log	1.9189	142	0.8895	0.5493	0.8895	0.9431
No log	1.9459	144	1.1246	0.5386	1.1246	1.0605
No log	1.9730	146	1.3611	0.4947	1.3611	1.1667
No log	2.0	148	1.4676	0.5029	1.4676	1.2115
No log	2.0270	150	1.8016	0.4874	1.8016	1.3422
No log	2.0541	152	1.7065	0.4869	1.7065	1.3063
No log	2.0811	154	1.2824	0.5344	1.2824	1.1324
No log	2.1081	156	0.9869	0.5801	0.9869	0.9934
No log	2.1351	158	0.9701	0.5706	0.9701	0.9849
No log	2.1622	160	1.0904	0.5566	1.0904	1.0442
No log	2.1892	162	1.3496	0.5430	1.3496	1.1617
No log	2.2162	164	1.4219	0.5400	1.4219	1.1925
No log	2.2432	166	1.2552	0.5572	1.2552	1.1204
No log	2.2703	168	1.0731	0.5530	1.0731	1.0359
No log	2.2973	170	1.0948	0.5633	1.0948	1.0463
No log	2.3243	172	1.1393	0.5679	1.1393	1.0674
No log	2.3514	174	1.4237	0.5436	1.4237	1.1932
No log	2.3784	176	1.8842	0.4364	1.8842	1.3726
No log	2.4054	178	1.9157	0.4212	1.9157	1.3841
No log	2.4324	180	1.5920	0.4673	1.5920	1.2617
No log	2.4595	182	1.1499	0.5383	1.1499	1.0724
No log	2.4865	184	0.9424	0.5469	0.9424	0.9708
No log	2.5135	186	0.8699	0.5591	0.8699	0.9327
No log	2.5405	188	0.9644	0.6128	0.9644	0.9820
No log	2.5676	190	1.2499	0.5344	1.2499	1.1180
No log	2.5946	192	1.3464	0.5417	1.3464	1.1603
No log	2.6216	194	1.3252	0.5339	1.3252	1.1512
No log	2.6486	196	1.3496	0.5339	1.3496	1.1617
No log	2.6757	198	1.2663	0.5380	1.2663	1.1253
No log	2.7027	200	1.2051	0.5661	1.2051	1.0978
No log	2.7297	202	1.3141	0.5236	1.3141	1.1463
No log	2.7568	204	1.5908	0.5013	1.5908	1.2613
No log	2.7838	206	1.4926	0.5090	1.4926	1.2217
No log	2.8108	208	1.2748	0.5478	1.2748	1.1291
No log	2.8378	210	1.2013	0.5586	1.2013	1.0960
No log	2.8649	212	1.0416	0.6160	1.0416	1.0206
No log	2.8919	214	1.0959	0.5859	1.0959	1.0469
No log	2.9189	216	1.2785	0.5308	1.2785	1.1307
No log	2.9459	218	1.1276	0.5757	1.1276	1.0619
No log	2.9730	220	1.1160	0.5562	1.1160	1.0564
No log	3.0	222	1.2431	0.5197	1.2431	1.1149
No log	3.0270	224	1.1788	0.5173	1.1788	1.0857
No log	3.0541	226	1.0820	0.5561	1.0820	1.0402
No log	3.0811	228	1.1617	0.5265	1.1617	1.0778
No log	3.1081	230	1.1028	0.5379	1.1028	1.0501
No log	3.1351	232	1.0587	0.5636	1.0587	1.0289
No log	3.1622	234	1.0855	0.5664	1.0855	1.0419
No log	3.1892	236	1.3176	0.5448	1.3176	1.1479
No log	3.2162	238	1.6625	0.5231	1.6625	1.2894
No log	3.2432	240	1.8144	0.4804	1.8144	1.3470
No log	3.2703	242	1.6396	0.5204	1.6396	1.2805
No log	3.2973	244	1.2047	0.5766	1.2047	1.0976
No log	3.3243	246	0.9027	0.5737	0.9027	0.9501
No log	3.3514	248	0.8741	0.5762	0.8741	0.9350
No log	3.3784	250	0.8977	0.5531	0.8977	0.9475
No log	3.4054	252	1.0981	0.5559	1.0981	1.0479
No log	3.4324	254	1.4559	0.4879	1.4559	1.2066
No log	3.4595	256	1.6532	0.4754	1.6532	1.2858
No log	3.4865	258	1.5573	0.4546	1.5573	1.2479
No log	3.5135	260	1.2678	0.5099	1.2678	1.1260
No log	3.5405	262	1.0232	0.5390	1.0232	1.0115
No log	3.5676	264	0.9906	0.5450	0.9906	0.9953
No log	3.5946	266	0.9891	0.5618	0.9891	0.9945
No log	3.6216	268	1.0951	0.5744	1.0951	1.0465
No log	3.6486	270	1.2395	0.5411	1.2395	1.1133
No log	3.6757	272	1.2186	0.5639	1.2186	1.1039
No log	3.7027	274	1.0959	0.5878	1.0959	1.0468
No log	3.7297	276	1.0277	0.5948	1.0277	1.0138
No log	3.7568	278	0.9498	0.5803	0.9498	0.9746
No log	3.7838	280	1.0221	0.5766	1.0221	1.0110
No log	3.8108	282	1.2541	0.5303	1.2541	1.1199
No log	3.8378	284	1.4764	0.5045	1.4764	1.2151
No log	3.8649	286	1.6089	0.4733	1.6089	1.2684
No log	3.8919	288	1.4623	0.4974	1.4623	1.2092
No log	3.9189	290	1.1731	0.5400	1.1731	1.0831
No log	3.9459	292	1.0417	0.5342	1.0417	1.0206
No log	3.9730	294	1.0628	0.5333	1.0628	1.0309
No log	4.0	296	1.1574	0.5334	1.1574	1.0758
No log	4.0270	298	1.1552	0.5278	1.1552	1.0748
No log	4.0541	300	1.1362	0.5389	1.1362	1.0659
No log	4.0811	302	1.1726	0.5452	1.1726	1.0829
No log	4.1081	304	1.1692	0.5461	1.1692	1.0813
No log	4.1351	306	1.0711	0.5960	1.0711	1.0350
No log	4.1622	308	1.0645	0.5744	1.0645	1.0317
No log	4.1892	310	0.9721	0.5930	0.9721	0.9860
No log	4.2162	312	0.8842	0.6160	0.8842	0.9403
No log	4.2432	314	0.8373	0.6529	0.8373	0.9150
No log	4.2703	316	0.8726	0.6371	0.8726	0.9341
No log	4.2973	318	1.0165	0.5940	1.0165	1.0082
No log	4.3243	320	1.1074	0.6135	1.1074	1.0523
No log	4.3514	322	0.9820	0.6387	0.9820	0.9909
No log	4.3784	324	0.8223	0.6554	0.8223	0.9068
No log	4.4054	326	0.8030	0.6703	0.8030	0.8961
No log	4.4324	328	0.8469	0.6667	0.8469	0.9203
No log	4.4595	330	0.9187	0.6205	0.9187	0.9585
No log	4.4865	332	0.8918	0.6136	0.8918	0.9444
No log	4.5135	334	0.8723	0.6050	0.8723	0.9340
No log	4.5405	336	0.9326	0.5928	0.9326	0.9657
No log	4.5676	338	1.0416	0.5928	1.0416	1.0206
No log	4.5946	340	1.1123	0.5985	1.1123	1.0547
No log	4.6216	342	1.1899	0.5724	1.1899	1.0908
No log	4.6486	344	1.1063	0.5723	1.1063	1.0518
No log	4.6757	346	1.0269	0.5537	1.0269	1.0133
No log	4.7027	348	1.0148	0.5541	1.0148	1.0074
No log	4.7297	350	1.0363	0.5383	1.0363	1.0180
No log	4.7568	352	1.0908	0.5430	1.0908	1.0444
No log	4.7838	354	1.1696	0.5366	1.1696	1.0815
No log	4.8108	356	1.2350	0.5487	1.2350	1.1113
No log	4.8378	358	1.2030	0.5430	1.2030	1.0968
No log	4.8649	360	1.2235	0.5341	1.2235	1.1061
No log	4.8919	362	1.2511	0.5505	1.2511	1.1185
No log	4.9189	364	1.2752	0.5632	1.2752	1.1292
No log	4.9459	366	1.2738	0.5573	1.2738	1.1286
No log	4.9730	368	1.3125	0.5308	1.3125	1.1457
No log	5.0	370	1.3423	0.4912	1.3423	1.1586
No log	5.0270	372	1.3010	0.5181	1.3010	1.1406
No log	5.0541	374	1.2101	0.5606	1.2101	1.1000
No log	5.0811	376	1.2033	0.5512	1.2033	1.0969
No log	5.1081	378	1.1686	0.5724	1.1686	1.0810
No log	5.1351	380	1.1178	0.5745	1.1178	1.0572
No log	5.1622	382	1.0500	0.5833	1.0500	1.0247
No log	5.1892	384	1.0921	0.5734	1.0921	1.0450
No log	5.2162	386	1.1866	0.5817	1.1866	1.0893
No log	5.2432	388	1.1480	0.6130	1.1480	1.0714
No log	5.2703	390	1.0075	0.5959	1.0075	1.0038
No log	5.2973	392	0.9369	0.6081	0.9369	0.9680
No log	5.3243	394	0.9587	0.5977	0.9587	0.9791
No log	5.3514	396	0.9597	0.6161	0.9597	0.9796
No log	5.3784	398	0.9361	0.6219	0.9361	0.9675
No log	5.4054	400	1.0119	0.6011	1.0119	1.0059
No log	5.4324	402	1.0626	0.5974	1.0626	1.0308
No log	5.4595	404	1.0905	0.5918	1.0905	1.0443
No log	5.4865	406	1.0211	0.5980	1.0211	1.0105
No log	5.5135	408	0.9344	0.6040	0.9344	0.9666
No log	5.5405	410	0.9273	0.6013	0.9273	0.9629
No log	5.5676	412	0.9325	0.6013	0.9325	0.9657
No log	5.5946	414	0.9905	0.6067	0.9905	0.9952
No log	5.6216	416	0.9698	0.6067	0.9698	0.9848
No log	5.6486	418	0.8743	0.5983	0.8743	0.9350
No log	5.6757	420	0.8311	0.6351	0.8311	0.9117
No log	5.7027	422	0.8145	0.6406	0.8145	0.9025
No log	5.7297	424	0.8448	0.5844	0.8448	0.9191
No log	5.7568	426	0.9047	0.5956	0.9047	0.9511
No log	5.7838	428	0.9304	0.5884	0.9304	0.9646
No log	5.8108	430	0.9231	0.5943	0.9231	0.9608
No log	5.8378	432	0.9608	0.6150	0.9608	0.9802
No log	5.8649	434	0.9895	0.6136	0.9895	0.9947
No log	5.8919	436	1.0545	0.6092	1.0545	1.0269
No log	5.9189	438	1.1424	0.6019	1.1424	1.0688
No log	5.9459	440	1.1609	0.6014	1.1609	1.0775
No log	5.9730	442	1.0982	0.6036	1.0982	1.0480
No log	6.0	444	0.9786	0.5827	0.9786	0.9892
No log	6.0270	446	0.9186	0.5828	0.9186	0.9584
No log	6.0541	448	0.9493	0.5977	0.9493	0.9743
No log	6.0811	450	1.0073	0.6027	1.0073	1.0036
No log	6.1081	452	1.0333	0.5970	1.0333	1.0165
No log	6.1351	454	1.0987	0.5701	1.0987	1.0482
No log	6.1622	456	1.1829	0.5682	1.1829	1.0876
No log	6.1892	458	1.2195	0.5474	1.2195	1.1043
No log	6.2162	460	1.1435	0.5496	1.1435	1.0693
No log	6.2432	462	1.0873	0.5475	1.0873	1.0427
No log	6.2703	464	1.0276	0.5708	1.0276	1.0137
No log	6.2973	466	0.9998	0.5802	0.9998	0.9999
No log	6.3243	468	1.0502	0.5952	1.0502	1.0248
No log	6.3514	470	1.1246	0.6039	1.1246	1.0605
No log	6.3784	472	1.1556	0.6047	1.1556	1.0750
No log	6.4054	474	1.1348	0.5986	1.1348	1.0653
No log	6.4324	476	1.1343	0.5944	1.1343	1.0650
No log	6.4595	478	1.0638	0.5697	1.0638	1.0314
No log	6.4865	480	0.9673	0.5591	0.9673	0.9835
No log	6.5135	482	0.9495	0.5575	0.9495	0.9744
No log	6.5405	484	0.9953	0.5355	0.9953	0.9976
No log	6.5676	486	1.1445	0.5954	1.1445	1.0698
No log	6.5946	488	1.2746	0.5828	1.2746	1.1290
No log	6.6216	490	1.3168	0.5587	1.3168	1.1475
No log	6.6486	492	1.2147	0.6014	1.2147	1.1021
No log	6.6757	494	1.1148	0.5778	1.1148	1.0558
No log	6.7027	496	1.0697	0.5755	1.0697	1.0343
No log	6.7297	498	1.0652	0.5790	1.0652	1.0321
0.3688	6.7568	500	1.0464	0.5648	1.0464	1.0229
0.3688	6.7838	502	1.0592	0.5552	1.0592	1.0292
0.3688	6.8108	504	1.0745	0.5552	1.0745	1.0366
0.3688	6.8378	506	1.0752	0.5542	1.0752	1.0369
0.3688	6.8649	508	1.0458	0.5659	1.0458	1.0226
0.3688	6.8919	510	1.0223	0.5707	1.0223	1.0111
0.3688	6.9189	512	1.0022	0.5836	1.0022	1.0011
0.3688	6.9459	514	0.9812	0.5836	0.9812	0.9906
0.3688	6.9730	516	0.9796	0.5836	0.9796	0.9897
0.3688	7.0	518	1.0030	0.5925	1.0030	1.0015
0.3688	7.0270	520	1.0182	0.5925	1.0182	1.0090
0.3688	7.0541	522	1.0293	0.5925	1.0293	1.0145
0.3688	7.0811	524	1.0955	0.5933	1.0955	1.0467
0.3688	7.1081	526	1.1556	0.5702	1.1556	1.0750
0.3688	7.1351	528	1.1614	0.5659	1.1614	1.0777
0.3688	7.1622	530	1.0945	0.5858	1.0945	1.0462
0.3688	7.1892	532	1.0074	0.5460	1.0074	1.0037
0.3688	7.2162	534	0.9807	0.5668	0.9807	0.9903
0.3688	7.2432	536	0.9835	0.5568	0.9835	0.9917
0.3688	7.2703	538	1.0030	0.5584	1.0030	1.0015
0.3688	7.2973	540	0.9765	0.5584	0.9765	0.9882
0.3688	7.3243	542	0.9529	0.5802	0.9529	0.9762
0.3688	7.3514	544	0.9976	0.5980	0.9976	0.9988
0.3688	7.3784	546	1.1026	0.6136	1.1026	1.0501
0.3688	7.4054	548	1.1902	0.6087	1.1902	1.0910
0.3688	7.4324	550	1.1779	0.6087	1.1779	1.0853
0.3688	7.4595	552	1.0889	0.6198	1.0889	1.0435
0.3688	7.4865	554	1.0407	0.6397	1.0407	1.0202
0.3688	7.5135	556	0.9905	0.6311	0.9905	0.9952
0.3688	7.5405	558	0.9918	0.6284	0.9918	0.9959
0.3688	7.5676	560	1.0363	0.5983	1.0363	1.0180
0.3688	7.5946	562	1.0824	0.5820	1.0824	1.0404
0.3688	7.6216	564	1.1176	0.5713	1.1176	1.0572
0.3688	7.6486	566	1.1133	0.5723	1.1133	1.0551
0.3688	7.6757	568	1.0654	0.5733	1.0654	1.0322
0.3688	7.7027	570	1.0085	0.5789	1.0085	1.0042
0.3688	7.7297	572	0.9653	0.5693	0.9653	0.9825
0.3688	7.7568	574	0.9205	0.5933	0.9205	0.9594
0.3688	7.7838	576	0.9016	0.6088	0.9016	0.9495
0.3688	7.8108	578	0.9208	0.5928	0.9208	0.9596
0.3688	7.8378	580	0.9765	0.5999	0.9765	0.9882
0.3688	7.8649	582	1.0660	0.5923	1.0660	1.0325
0.3688	7.8919	584	1.1847	0.5899	1.1847	1.0884
0.3688	7.9189	586	1.2556	0.5735	1.2556	1.1206
0.3688	7.9459	588	1.2545	0.5735	1.2545	1.1201
0.3688	7.9730	590	1.2042	0.6087	1.2042	1.0974
0.3688	8.0	592	1.1630	0.6099	1.1630	1.0784
0.3688	8.0270	594	1.1337	0.6164	1.1337	1.0648
0.3688	8.0541	596	1.1339	0.6164	1.1339	1.0649
0.3688	8.0811	598	1.1592	0.6080	1.1592	1.0767
0.3688	8.1081	600	1.1974	0.6099	1.1974	1.0943
0.3688	8.1351	602	1.1891	0.6099	1.1891	1.0905
0.3688	8.1622	604	1.1539	0.6080	1.1539	1.0742
0.3688	8.1892	606	1.1317	0.6133	1.1317	1.0638
0.3688	8.2162	608	1.1220	0.6042	1.1220	1.0593
0.3688	8.2432	610	1.0710	0.6068	1.0710	1.0349
0.3688	8.2703	612	1.0218	0.5958	1.0218	1.0109
0.3688	8.2973	614	0.9920	0.5958	0.9920	0.9960
0.3688	8.3243	616	0.9965	0.5958	0.9965	0.9983
0.3688	8.3514	618	1.0204	0.5980	1.0204	1.0101
0.3688	8.3784	620	1.0443	0.5980	1.0443	1.0219
0.3688	8.4054	622	1.0443	0.6140	1.0443	1.0219
0.3688	8.4324	624	1.0496	0.6140	1.0496	1.0245
0.3688	8.4595	626	1.0614	0.6080	1.0614	1.0302
0.3688	8.4865	628	1.0479	0.6080	1.0479	1.0237
0.3688	8.5135	630	1.0386	0.6080	1.0386	1.0191
0.3688	8.5405	632	1.0208	0.6076	1.0208	1.0104
0.3688	8.5676	634	0.9957	0.5980	0.9957	0.9978
0.3688	8.5946	636	0.9894	0.5980	0.9894	0.9947
0.3688	8.6216	638	0.9987	0.5980	0.9987	0.9994
0.3688	8.6486	640	1.0311	0.6140	1.0311	1.0154
0.3688	8.6757	642	1.0630	0.6080	1.0630	1.0310
0.3688	8.7027	644	1.0808	0.6080	1.0808	1.0396
0.3688	8.7297	646	1.0984	0.5937	1.0984	1.0480
0.3688	8.7568	648	1.1175	0.5884	1.1175	1.0571
0.3688	8.7838	650	1.1012	0.5989	1.1012	1.0494
0.3688	8.8108	652	1.0784	0.6080	1.0784	1.0385
0.3688	8.8378	654	1.0547	0.6045	1.0547	1.0270
0.3688	8.8649	656	1.0246	0.5980	1.0246	1.0122
0.3688	8.8919	658	0.9891	0.5824	0.9891	0.9945
0.3688	8.9189	660	0.9729	0.6013	0.9729	0.9864
0.3688	8.9459	662	0.9732	0.6013	0.9732	0.9865
0.3688	8.9730	664	0.9792	0.6013	0.9792	0.9896
0.3688	9.0	666	0.9876	0.6099	0.9876	0.9938
0.3688	9.0270	668	0.9995	0.6085	0.9995	0.9998
0.3688	9.0541	670	1.0105	0.6151	1.0105	1.0053
0.3688	9.0811	672	1.0258	0.5980	1.0258	1.0128
0.3688	9.1081	674	1.0304	0.5980	1.0304	1.0151
0.3688	9.1351	676	1.0388	0.5980	1.0388	1.0192
0.3688	9.1622	678	1.0469	0.6076	1.0469	1.0232
0.3688	9.1892	680	1.0605	0.6076	1.0605	1.0298
0.3688	9.2162	682	1.0827	0.5949	1.0827	1.0405
0.3688	9.2432	684	1.1020	0.5956	1.1020	1.0498
0.3688	9.2703	686	1.1024	0.5956	1.1024	1.0500
0.3688	9.2973	688	1.1093	0.5956	1.1093	1.0533
0.3688	9.3243	690	1.1003	0.5918	1.1003	1.0489
0.3688	9.3514	692	1.0828	0.5822	1.0828	1.0406
0.3688	9.3784	694	1.0704	0.5911	1.0704	1.0346
0.3688	9.4054	696	1.0635	0.5911	1.0635	1.0313
0.3688	9.4324	698	1.0615	0.6001	1.0615	1.0303
0.3688	9.4595	700	1.0645	0.5911	1.0645	1.0317
0.3688	9.4865	702	1.0655	0.5911	1.0655	1.0322
0.3688	9.5135	704	1.0743	0.5822	1.0743	1.0365
0.3688	9.5405	706	1.0809	0.5822	1.0809	1.0397
0.3688	9.5676	708	1.0870	0.5822	1.0870	1.0426
0.3688	9.5946	710	1.0836	0.5822	1.0836	1.0410
0.3688	9.6216	712	1.0707	0.5822	1.0707	1.0347
0.3688	9.6486	714	1.0578	0.5911	1.0578	1.0285
0.3688	9.6757	716	1.0427	0.6014	1.0427	1.0212
0.3688	9.7027	718	1.0262	0.6151	1.0262	1.0130
0.3688	9.7297	720	1.0102	0.6054	1.0102	1.0051
0.3688	9.7568	722	0.9973	0.5999	0.9973	0.9987
0.3688	9.7838	724	0.9910	0.5999	0.9910	0.9955
0.3688	9.8108	726	0.9899	0.5999	0.9899	0.9950
0.3688	9.8378	728	0.9917	0.5999	0.9917	0.9958
0.3688	9.8649	730	0.9952	0.5999	0.9952	0.9976
0.3688	9.8919	732	0.9984	0.5999	0.9984	0.9992
0.3688	9.9189	734	1.0007	0.5999	1.0007	1.0003
0.3688	9.9459	736	1.0028	0.5986	1.0028	1.0014
0.3688	9.9730	738	1.0041	0.5986	1.0041	1.0020
0.3688	10.0	740	1.0045	0.5986	1.0045	1.0022

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1